первый коммит

app/modules/agent/engine/graphs/base_graph.py

@@ -1,9 +1,13 @@
+import logging
+
 from langgraph.graph import END, START, StateGraph
 
 from app.modules.agent.engine.graphs.progress import emit_progress_sync
 from app.modules.agent.llm import AgentLlmService
 from app.modules.agent.engine.graphs.state import AgentGraphState
 
+LOGGER = logging.getLogger(__name__)
+
 
 class BaseGraphFactory:
     def __init__(self, llm: AgentLlmService) -> None:
@@ -31,7 +35,13 @@ class BaseGraphFactory:
             stage="graph.default.context.done",
             message="Контекст собран, перехожу к формированию ответа.",
         )
-        return {"rag_context": rag, "confluence_context": conf}
+        result = {"rag_context": rag, "confluence_context": conf}
+        LOGGER.warning(
+            "graph step result: graph=default step=context rag_len=%s confluence_len=%s",
+            len(rag or ""),
+            len(conf or ""),
+        )
+        return result
 
     def _answer_node(self, state: AgentGraphState) -> dict:
         emit_progress_sync(
@@ -55,4 +65,9 @@ class BaseGraphFactory:
             stage="graph.default.answer.done",
             message="Черновик ответа подготовлен.",
         )
-        return {"answer": answer}
+        result = {"answer": answer}
+        LOGGER.warning(
+            "graph step result: graph=default step=answer answer_len=%s",
+            len(answer or ""),
+        )
+        return result